0
13kviews
Find DFT of the following sequence using DIT FFT algorithm. $ x(n)=\{1,1,1,1,1,1,1,0\} $
1 Answer
0
1.1kviews

Solution:

$N=8=2^{3}$

Given, $x(n)=\{1,1,1,1,1,1,1,0\}$

Step 1: $\mathrm{x} (n)$ is written in bit reversed order i.e. $\{1,1,1,1,1,1,1,0\}$ is the input for step $1 .$

The phase factor for step 1 is $W_{2}^{0}=e^{0}=1$

The butterfly computations for step 1 are:

enter image description here

Output of step 1 is $V(k)=\{2,0,2,0,2,0,1,1\}$

Step 2:Output of step 1 forms the input for second step

The phase factor for step $2 \quad W_{4}^{0}=e^{0}=1$ and $W_{4}^{1}=e^{-j 2 \pi / 4}=\cos \frac{2 \pi}{4}-j \sin \frac{2 \pi}{4}=0-j=-j$

The butterfly computations for step 2 are:

enter image description here

Output of step 2 is $\mathrm{F}(\mathrm{k})=\{4,0,0,0,3,-j, 1, j\}$

Step 3: Output of step 2 forms the input for third step.

Phase factors for step 3 are $W_{8}^{0}=e^{0}=1 $

$W_{8}^{1}=e^{-j 2 \pi / 8}=\cos \frac{2 \pi}{8}-j \sin \frac{2 \pi}{8}=\frac{1}{\sqrt{2}}-j \frac{1}{\sqrt{2}}$

$W_{8}^{2}=e^{-j 4 \pi / 8}=\cos \frac{4 \pi}{8}-j \sin \frac{4 \pi}{8}=0-j \times 1=-j$

$W_{8}^{3}=e^{-j 6 \pi / 8}=\cos \frac{6 \pi}{8}-j \sin \frac{6 \pi}{8}=\frac{-1}{\sqrt{2}}-j \frac{1}{\sqrt{2}}$

The butterfly computations for step 3 are:

enter image description here

Output of step 3 $=\left\{7, \frac{-1}{\sqrt{2}}-\frac{1}{\sqrt{2}} j,-j, \frac{1}{\sqrt{2}}-\frac{1}{\sqrt{2}} j,1, \frac{1}{\sqrt{2}}+\frac{1}{\sqrt{2}} j, j, \frac{-1}{\sqrt{2}}+\frac{1}{\sqrt{2}} j\right\}$

Hence, the DFT of given sequence $\mathrm{x}(\mathrm{n})$ is

$X(k)=D F T\{x(n)\}=\left\{7, \frac{-1}{\sqrt{2}}-\frac{1}{\sqrt{2}} j,-j, \frac{1}{\sqrt{2}}-\frac{1}{\sqrt{2}} j,1, \frac{1}{\sqrt{2}}+\frac{1}{\sqrt{2}} j, j, \frac{-1}{\sqrt{2}}+\frac{1}{\sqrt{2}} j\right\}$

Please log in to add an answer.